RAG Knowledge Pilot — a grounded assistant on your real content.
Four weeks. We take a defined corpus — policies, contracts, past responses, technical docs — and build a grounded assistant on it. With citations, guardrails, and a human review path before any external action.
Fixed scope. Named outcome. No surprise meters.
Corpus prep
Inventory, chunking strategy, metadata model, eval set design. Cleaner data > cleverer model — every time.
Retrieval + grounding
Index, retrieval tuning, prompt design, citation surface. Evaluation against a real eval set, not vibes.
Review path + UI
Operator UI, human review checkpoints, escalation path, audit trail. The "where it sits in your workflow" decisions.
Pilot in production
Live with a defined cohort. Daily observability, fast tuning, named owner ready to take it on.
- Pilot assistant in production with a defined cohort
- Grounded retrieval over your real corpus
- Citation + audit trail on every answer
- Evaluation harness on a real eval set
- Handover runbook + named owner
What usually comes next.
AI Opportunity Assessment
A structured read of where AI moves the needle in your business — and where it does not. You leave with a ranked opportunity map and an honest scope.
Workflow Automation Sprint
A single high-impact workflow — quote-to-cash, renewals, proposal ops — modernized with AI, in production, with human checkpoints.
AI MVP Blueprint
From thesis to a working MVP. Product definition, architecture, the first build, and a path to the next 90 days.